Journal of Rock Mechanics and Geotechnical Engineering

Article	Citations
A review of experimental and theoretical research on the deformation and failure behavior of rocks subjected to cyclic loading	188
Innovation and future of mining rock mechanics	158
Improved prediction of slope stability using a hybrid stacking ensemble method based on finite element analysis and field data	148
Slope stability prediction using ensemble learning techniques: A case study in Yunyang County, Chongqing, China	138
Rock brittleness indices and their applications to different fields of rock engineering: A review	119
Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning	116
Application of artificial intelligence to rock mechanics: An overview	112
Stabilization of expansive soils using chemical additives: A review	102
A review of rockburst: Experiments, theories, and simulations	101
Clayey soil stabilization using alkali-activated volcanic ash and slag	99
Landslide susceptibility prediction using slope unit-based machine learning models considering the heterogeneity of conditioning factors	88
Prediction of blasting mean fragment size using support vector regression combined with five optimization algorithms	83
Excavation-induced deep hard rock fracturing: Methodology and applications	82
Mechanical behaviors of coal measures and ground control technologies for China's deep coal mines – A review	80
Prediction of rockhead using a hybrid N-XGBoost machine learning framework	79
A state-of-the-art review of automated extraction of rock mass discontinuity characteristics using three-dimensional surface models	79
Comparison of machine learning methods for ground settlement prediction with different tunneling datasets	77
Experimental investigations on effects of gas pressure on mechanical behaviors and failure characteristic of coals	70
Application of microbially induced carbonate precipitation to form bio-cemented artificial sandstone	69
Analytical computation of support characteristic curve for circumferential yielding lining in tunnel design	68
Investigation of feature contribution to shield tunneling-induced settlement using Shapley additive explanations method	68
Prediction of geological characteristics from shield operational parameters by integrating grid search and K-fold cross validation into stacking classification algorithm	67
Predicting roof displacement of roadways in underground coal mines using adaptive neuro-fuzzy inference system optimized by various physics-based optimization algorithms	65
Face stability of shield tunnels considering a kinematically admissible velocity field of soil arching	63
Rock-like behavior of biocemented sand treated under non-sterile environment and various treatment conditions	62

Principles and methods of rock support for rockburst control	61
Real-time rock mass condition prediction with TBM tunneling big data using a novel rock–machine mutual feedback perception method	59
Experimental study on mitigating wind erosion of calcareous desert sand using spray method for microbially induced calcium carbonate precipitation	58
Numerical modeling for rockbursts: A state-of-the-art review	58
Effects of dry-wet cycles on three-dimensional pore structure and permeability characteristics of granite residual soil using X-ray micro computed tomography	57
Tunnel boring machine vibration-based deep learning for the ground identification of working faces	54
Plasticity role in strength behavior of cement-phosphogypsum stabilized soils	53
Strength properties of xanthan gum and guar gum treated kaolin at different water contents	52
Rock damage and fracturing induced by high static stress and slightly dynamic disturbance with acoustic emission and digital image correlation techniques	51
An analytical solution of equivalent elastic modulus considering confining stress and its variables sensitivity analysis for fractured rock masses	51
Use of recycled gypsum in the cement-based stabilization of very soft clays and its micro-mechanism	50
Deep learning-based evaluation of factor of safety with confidence interval for tunnel deformation in spatially variable soil	49
Artificial neural network optimized by differential evolution for predicting diameters of jet grouted columns	49
Editorial for Advances and applications of deep learning and soft computing in geotechnical underground engineering	49
Prediction of flyrock distance induced by mine blasting using a novel Harris Hawks optimization-based multi-layer perceptron neural network	48
Experiments on rockburst proneness of pre-heated granite at different temperatures: Insights from energy storage, dissipation and surplus	48
Analytical algorithm for longitudinal deformation profile of a deep tunnel	48
A novel true triaxial test system for microwave-induced fracturing of hard rocks	47
Influence of grain size on strength of polymineralic crystalline rock: New insights from DEM grain-based modeling	47
A review of methods, applications and limitations for incorporating fluid flow in the discrete element method	47
Machine learning-based automatic control of tunneling posture of shield machine	47
Particle breakage evolution of coral sand using triaxial compression tests	47
A fracture model for assessing tensile mode crack growth resistance of rocks	46
Prediction of flyrock induced by mine blasting using a novel kernel-based extreme learning machine	44
Inconsistency of changes in uniaxial compressive strength and P-wave velocity of sandstone after temperature treatments	44
Experimental studies on the pore structure and mechanical properties of anhydrite rock under freeze-thaw cycles	43
Multivariate adaptive regression splines analysis for 3D slope stability in anisotropic and heterogenous clay	43
Use of machine learning algorithms to assess the state of rockburst hazard in underground coal mine openings	43
Uncertainties of landslide susceptibility prediction considering different landslide types	43
Dynamic fragmentation of microwave irradiated rock	42
Coupling effect of pond ash and polypropylene fiber on strength and durability of expansive soil subgrades: An integrated experimental and machine learning approach	42
Mutual impact of true triaxial stress, borehole orientation and bedding inclination on laboratory hydraulic fracturing of Lushan shale	42
Prediction of compaction parameters for fine-grained soil: Critical comparison of the deep learning and standalone models	41
Effects of oil contamination and bioremediation on geotechnical properties of highly plastic clayey soil	40
Hybrid ensemble soft computing approach for predicting penetration rate of tunnel boring machine in a rock environment	40
Theoretical verification of the rationality of strain energy storage index as rockburst criterion based on linear energy storage law	39
Estimation of the three-dimensional in situ stress field around a large deep underground cavern group near a valley	39
Mechanical behaviours of sandstone containing intersecting fissures under uniaxial compression	38
A post-peak dilatancy model for soft rock and its application in deep tunnel excavation	38
Machine learning and data-driven prediction of pore pressure from geophysical logs: A case study for the Mangahewa gas field, New Zealand	37
An investigation into the effects of lime on compressive and shear strength characteristics of fiber-reinforced clays	37
Unconfined compressive strength of MICP and EICP treated sands subjected to cycles of wetting-drying, freezing-thawing and elevated temperature: Experimental and EPR modelling	36
Modification of nanoparticles for the strength enhancing of cement-stabilized dredged sludge	36
High-efficiency stabilization of dredged sediment using nano-modified and chemical-activated binary cement	35
Spatial distribution modeling of subsurface bedrock using a developed automated intelligence deep learning procedure: A case study in Sweden	35
A state-of-the-art review of mechanical characteristics and cracking processes of pre-cracked rocks under quasi-static compression	35
Dolomite fracture modeling using the Johnson-Holmquist concrete material model: Parameter determination and validation	35
Effectiveness of predicting tunneling-induced ground settlements using machine learning methods with small datasets	35
An evolutionary adaptive neuro-fuzzy inference system for estimating field penetration index of tunnel boring machine in rock mass	34
Experimental investigation on the effects of microwave irradiation on kimberlite and granite rocks	34

Auto machine learning-based modelling and prediction of excavation-induced tunnel displacement	34
Effect of shear-induced contact area and aperture variations on nonlinear flow behaviors in fractal rock fractures	34
Prediction of mode I fracture toughness of rock using linear multiple regression and gene expression programming	34
Quantitative description of infrared radiation characteristics of preflawed sandstone during fracturing process	34
Advances in statistical mechanics of rock masses and its engineering applications	33
Analysis of ground surface settlement in anisotropic clays using extreme gradient boosting and random forest regression models	33
Thermal effects on fracture toughness of cracked straight-through Brazilian disk green sandstone and granite	33
Searching for critical slip surfaces of slopes using stress fields by numerical manifold method	33
Novel integration of extreme learning machine and improved Harris hawks optimization with particle swarm optimization-based mutation for predicting soil consolidation parameter	33
Influence of soil density on gas permeability and water retention in soils amended with in-house produced biochar	33
Thermal effects on prediction accuracy of dense granite mechanical behaviors using modified maximum tangential stress criterion	33
An undrained expansion solution of cylindrical cavity in SANICLAY for K0-consolidated clays	32
A waveform modification method for testing dynamic properties of rock under high temperature	32
Physics-informed deep learning for one-dimensional consolidation	32
Investigation on microstructure evolution of clayey soils: A review focusing on wetting/drying process	32
Classification of clustered microseismic events in a coal mine using machine learning	32
Experimental study on repeatedly loaded foundation soil strengthened by wraparound geosynthetic reinforcement technique	31
Application of machine learning in predicting the rate-dependent compressive strength of rocks	31
Predicting and validating the load-settlement behavior of large-scale geosynthetic-reinforced soil abutments using hybrid intelligent modeling	31
Experimental and numerical investigation on the mechanical responses and cracking mechanism of 3D confined single-flawed rocks under dynamic loading	31
Salinity effect on the compaction behaviour, matric suction, stiffness and microstructure of a silty soil	30
Coupled thermo-hydro-mechanical modeling of frost heave and water migration during artificial freezing of soils for mineshaft sinking	30
Groundwater flow through fractured rocks and seepage control in geotechnical engineering: Theories and practices	30
Geotechnical particle finite element method for modeling of soil-structure interaction under large deformation conditions	30
Data-driven estimation of joint roughness coefficient	30
A real-time prediction method for tunnel boring machine cutter-head torque using bidirectional long short-term memory networks optimized by multi-algorithm	30
Effect of fatigue loading-confining stress unloading rate on marble mechanical behaviors: An insight into fracture evolution analyses	30
Advances in joint roughness coefficient (JRC) and its engineering applications	29
Consolidation of partially saturated ground improved by impervious column inclusion: Governing equations and semi-analytical solutions	29
Deep learning-based key-block classification framework for discontinuous rock slopes	29
Deformation-based support design for highly stressed ground with a focus on rockburst damage mitigation	29
A simplified three-dimensional extension of Hoek-Brown strength criterion	29
Variation in hydraulic conductivity of fractured rocks at a dam foundation during operation	28
Convective heat transfer of water flow in intersected rock fractures for enhanced geothermal extraction	28
Applicability of discrete element method with spherical and clumped particles for constitutive study of granular materials	28
Effect of the in situ leaching solution of ion-absorbed rare earth on the mechanical behavior of basement rock	27
Fracture of two three-dimensional parallel internal cracks in brittle solid under ultrasonic fracturing	27
Rockhead profile simulation using an improved generation method of conditional random field	27
Consolidation of soft clay foundation improved by geosynthetic-reinforced granular columns: Numerical evaluation	27
Assessing the deformation response of double-track overlapped tunnels using numerical simulation and field monitoring	27
Real-time analysis and prediction of shield cutterhead torque using optimized gated recurrent unit neural network	27
Implications for identification of principal stress directions from acoustic emission characteristics of granite under biaxial compression experiments	26
Mechanical performances and microstructural characteristics of reactive MgO-carbonated silt subjected to freezing-thawing cycles	26
The role of soil in structure response of a building damaged by the 26 December 2018 earthquake in Italy	26
Enhancing mechanical behavior of micaceous soil with jute fibers and lime additives	26
Numerical simulations of supercritical carbon dioxide fracturing: A review	25
Influence of anisotropic stress path and stress history on stiffness of calcareous sands from Western Australia and the Philippines	25
Experimental study on the shear performance of quasi-NPR steel bolted rock joints	25
Fiber optic monitoring of an anti-slide pile in a retrogressive landslide	25
Face stability analysis of circular tunnels in layered rock masses using the upper bound theorem	25
Rate-dependent mechanical behavior of jointed rock with an impersistent joint under different infill conditions	25
A model of unfrozen water content in rock during freezing and thawing with experimental validation by nuclear magnetic resonance	24
Micro-annulus generation under downhole conditions: Insights from three-dimensional staged finite element analysis of cement hardening and wellbore operations	24
A nonlinear creep model for surrounding rocks of tunnels based on kinetic energy theorem	24
A lattice Boltzmann exploration of two-phase displacement in 2D porous media under various pressure boundary conditions	24
Characterization of meso-scale mechanical properties of Longmaxi shale using grid microindentation experiments	24
Various admixtures to mitigate the long-term strength retrogression of Portland cement cured under high pressure and high temperature conditions	24
Geostructures, dynamics and risk mitigation of high-altitude and long-runout rockslides	24
Mechanical behaviour of medium-grained sandstones exposed to differential cyclic loading with distinct loading and unloading rates	24
Optimizing micaceous soil stabilization using response surface method	24
Effect of natural and synthetic fibers reinforcement on California bearing ratio and tensile strength of clay	24
Insights into some large-scale landslides in southeastern margin of Qinghai-Tibet Plateau	23
Predicting triaxial compressive strength of high-temperature treated rock using machine learning techniques	23
Intermittent swelling and shrinkage of a highly expansive soil treated with polyacrylamide	23
Estimation of fracture size and azimuth in the universal elliptical disc model based on trace information	23
Characteristics and dynamic analysis of the February 2021 long-runout disaster chain triggered by massive rock and ice avalanche at Chamoli, Indian Himalaya	23
Hysteresis in the ultrasonic parameters of saturated sandstone during freezing and thawing and correlations with unfrozen water content	23
A fiber Bragg grating based earth and water pressures transducer with three-dimensional fused deposition modeling for soil mass	23
Experimental study on seismic response and progressive failure characteristics of bedding rock slopes	22
Stability analysis of surrounding rock mass in underground powerhouse considering damage effect of microfractures	22
Physical model simulation of rock-support interaction for the tunnel in squeezing ground	22
Challenges associated with numerical back analysis in rock mechanics	21
Predicting uniaxial compressive strength of serpentinites through physical, dynamic and mechanical properties using neural networks	21
Automatic identification of rock discontinuity and stability analysis of tunnel rock blocks using terrestrial laser scanning	21
Coupled thermo-mechanical constitutive damage model for sandstone	21
Surface characteristics analysis of fractures induced by supercritical CO2 and water through three-dimensional scanning and scanning electron micrography	21
A grouting simulation method for quick-setting slurry in karst conduit: The sequential flow and solidification method	21
Frictional behavior of planar and rough granite fractures subjected to normal load oscillations of different amplitudes	21
Smart prediction of liquefaction-induced lateral spreading	21
Calibration of coupled hydro-mechanical properties of grain-based model for simulating fracture process and associated pore pressure evolution in excavation damage zone around deep tunnels	21

Editorial for Internet of Things (IoT) and Artificial Intelligence (AI) in geotechnical engineering	20
Compressibility characteristics of bio-cemented calcareous sand treated through the bio-stimulation approach	20
Analysis of the damage mechanism of strainbursts by a global-local modeling approach	20
Soil–atmosphere interaction in earth structures	20
Rockburst process and strength-weakening effect of the high-stress circular tunnel under internal unloading	20
Improved prediction of shear wave velocity for clastic sedimentary rocks using hybrid model with core data	20
Microseismic monitoring and forecasting of dynamic disasters in underground hydropower projects in southwest China: A review	20
Effect of the mineral spatial distribution heterogeneity on the tensile strength of granite: Insights from PFC3D-GBM numerical analysis	20
Comparative analysis of deformation and failure mechanisms of underground powerhouses on the left and right banks of Baihetan hydropower station	20
Effects of variations of voltage and pH value on the shear strength of soil and durability of different electrodes and piles during electrokinetic phenomenon	20
Spalling failure of deep hard rock caverns	20
Effect of rock mechanical properties on electromagnetic radiation mechanism of rock fracturing	20
Deep learning of rock microscopic images for intelligent lithology identification: Neural network comparison and selection	20
Development of mathematically motivated hybrid soft computing models for improved predictions of ultimate bearing capacity of shallow foundations	19
Crack dynamic propagation properties and arrest mechanism under impact loading	19
Axial response and material efficiency of tapered helical piles	19
Geomechanical model test for analysis of surrounding rock behaviours in composite strata	19
Nonlinear fluid flow through three-dimensional rough fracture networks: Insights from 3D-printing, CT-scanning, and high-resolution numerical simulations	19
A machine learning model to predict unconfined compressive strength of alkali-activated slag-based cemented paste backfill	19
Influence of blasting load directions on tunnel stability in fractured rock mass	19
Laboratory investigation into effect of bolt profiles on shear behaviors of bolt-grout interface under constant normal stiffness (CNS) conditions	19
Field implementation of enzyme-induced carbonate precipitation technology for reinforcing a bedding layer beneath an underground cable duct	19
Micro-macro evolution of mechanical behaviors of thermally damaged rock: A state-of-the-art review	18
An intelligent procedure for updating deformation prediction of braced excavation in clay using gated recurrent unit neural networks	18
Tensile and tear-type fracture toughness of gypsum material: Direct and indirect testing methods	18
Case study of a driven pile foundation in diatomaceous soil. I: Site characterization and engineering properties	18
Development and application of an interface constitutive model for fully grouted rock-bolts and cable-bolts	18
Experimental study on the deformation and failure mechanism of overburden rock during coal mining using a comprehensive intelligent sensing method	18
Interpretable deep learning for roof fall hazard detection in underground mines	18
Spatial distribution and failure mechanism of water-induced landslides in the reservoir areas of Southwest China	18
Thermo-hydro-poro-mechanical responses of a reservoir-induced landslide tracked by high-resolution fiber optic sensing nerves	18
Analysis of rockburst mechanism and warning based on microseismic moment tensors and dynamic Bayesian networks	18
Experimental investigation on the invert stability of operating railway tunnels with different drainage systems using 3D printing technology	18
Experimental study on uplift mechanism of pipeline buried in sand using high-resolution fiber optic strain sensing nerves	18
Optimization of inter-helix spacing for helical piles in sand	17
A TPDP-MPM-based approach to understanding the evolution mechanism of landslide-induced disaster chain	17
Analytical modeling of complex contact behavior between rock mass and lining structure	17
A novel image-based approach for interactive characterization of rock fracture spacing in a tunnel face	17
Real-time prediction of mechanical behaviors of underwater shield tunnel structure using machine learning method based on structural health monitoring data	17
Failure transition of shear-to-dilation band of rock salt under triaxial stresses	17
Shear behavior of intact granite under thermo-mechanical coupling and three-dimensional morphology of shear-formed fractures	17
Characterization of 3D pore nanostructure and stress-dependent permeability of organic-rich shales in northern Guizhou Depression, China	17
Structural, volumetric and water retention behaviors of a compacted clay upon saline intrusion and freeze-thaw cycles	17
A true triaxial strength criterion for rocks by gene expression programming	17
Shear sliding of rough-walled fracture surfaces under unloading normal stress	17
A generic framework for geotechnical subsurface modeling with machine learning	17
Centrifuge model tests on pile-reinforced slopes subjected to drawdown	17
Rock mass response for lined rock caverns subjected to high internal gas pressure	16
Hydraulic and volume change behaviors of compacted highly expansive soil under cyclic wetting and drying	16
A geometrically and locally adaptive remeshing method for finite difference modeling of mining-induced surface subsidence	16
Significance of compaction time delay on compaction and strength characteristics of sulfate resistant cement-treated expansive soil	16
A testing system to understand rock fracturing processes induced by different dynamic disturbances under true triaxial compression	16
A multifunctional rock testing system for rock failure analysis under different stress states: Development and application	16
A novel approach to structural anisotropy classification for jointed rock masses using theoretical rock quality designation formulation adjusted to joint spacing	16
Lateral earth pressure of granular backfills on retaining walls with expanded polystyrene geofoam inclusions under limited surcharge loading	16
Permeability evaluation for artificial single rock fracture according to geometric aperture variation using electrical resistivity	16
Responses of calcareous sand foundations to variations of groundwater table and applied loads	15
Size effects on the tensile strength and fracture toughness of granitic rock in different tests	15
Shock-induced fracture of dolomite rock in small-scale blast tests	15
Adaptive sampling strategy for characterizing spatial distribution of soil liquefaction potential using cone penetration test	15
Finite element analysis of slope stability by expanding the mobilized principal stress Mohr's circles – Development, encoding and validation	15
Analysis of ground deformation development and settlement prediction by air-boosted vacuum preloading	15
On the critical particle size of soil with clogging potential in shield tunneling	15
Strength and dilatancy behaviors of deep sands in Shanghai with a focus on grain size and shape effect	15
Modeling unsaturated flow in fractured rocks with scaling relationships between hydraulic parameters	15
Performance analysis of empirical models for predicting rock mass deformation modulus using regression and Bayesian methods	15
Evaluating rock mass disturbance within open-pit excavations using seismic methods: A case study from the Hinkley Point C nuclear power station	15
Bayesian machine learning-based method for prediction of slope failure time	15
Uncertainties of landslide susceptibility prediction: Influences of random errors in landslide conditioning factors and errors reduction by low pass filter method	15
Laboratory-scale investigation of response characteristics of liquid-filled rock joints with different joint inclinations under dynamic loading	15
Investigations of the effects of particle morphology on granular material behaviors using a multi-sphere approach	15
The use of the node-based smoothed finite element method to estimate static and seismic bearing capacities of shallow strip footings	14
Forward prediction for tunnel geology and classification of surrounding rock based on seismic wave velocity layered tomography	14
Random failure mechanism method for assessment of working platform bearing capacity with a linear trend in undrained shear strength	14
Mechanical performances of shield tunnel segments under asymmetric unloading induced by pit excavation	14
Dynamic behaviors of water-saturated and frozen sandstone subjected to freeze-thaw cycles	14
Air tightness of compressed air storage energy caverns with polymer sealing layer subjected to various air pressures	14
Ground movement induced by triple stacked tunneling with different construction sequences	13
The geomechanical properties of soils treated with nanosilica particles	13
Excavation of underground research laboratory ramp in granite using tunnel boring machine: Feasibility study	13
Geotechnical investigation of low-plasticity organic soil treated with nano-calcium carbonate	13
Sliding modes of fault activation under constant normal stiffness conditions	13
Numerical analysis of anisotropic stiffness and strength for geomaterials	13
Influence of bedding structure on stress-induced elastic wave anisotropy in tight sandstones	13
Experimental study of the shrinkage behavior of cemented paste backfill	13
Comparison of undrained behaviors of granular media using fluid-coupled discrete element method and constant volume method	13
A two-dimensional limit equilibrium computer code for analysis of complex toppling slope failures	13
Swelling ability and behaviour of bentonite-based materials for deep repository engineered barrier systems: Influence of physical, chemical and thermal factors	13
Fabric changes induced by super-absorbent polymer on cement–lime stabilized excavated clayey soil	13
In situ strength profiles along two adjacent vertical drillholes from digitalization of hydraulic rotary drilling	13
Improved uranium leaching efficiency from low-permeability sandstone using low-frequency vibration in the CO2+O2 leaching process	13
Norwegian oil and gas storage in rock caverns – Technology based on experience from hydropower development	13
Effects of pre-existing cracks and infillings on strength of natural rocks – Cases of sandstone, argillite and basalt	13
Engineering and microstructure properties of contaminated marine sediments solidified by high content of incinerated sewage sludge ash	13
Case study of a driven pile foundation in diatomaceous soil. II: Pile installation, dynamic analysis, and pore pressure generation	13